{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# MM DFT PSF - 3D\n",
    "\n",
    "Matrix Multiply Discrete Fourier Transform PSF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.psf import MMDFTPSF\n",
    "from optiland.samples.objectives import DoubleGauss"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens = DoubleGauss()\n",
    "_ = lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "psf = MMDFTPSF(lens, field=(0, 0), wavelength=0.55, num_rays=512)\n",
    "_ = psf.view(projection=\"3d\", num_points=256)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "optiland (3.13.2)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
